Overview
Brought to you by YData
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 32401 |
| Missing cells | 596 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 5390 |
| Duplicate rows (%) | 16.6% |
| Total size in memory | 28.4 MiB |
| Average record size in memory | 918.4 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 8 |
| Text | 3 |
| Unsupported | 1 |
| Numeric | 12 |
Hub has constant value "Kolkata" | Constant |
Category has constant value "AC" | Constant |
| Dataset has 5390 (16.6%) duplicate rows | Duplicates |
Agent Amount is highly overall correlated with Agent Commission and 5 other fields | High correlation |
Agent Commission is highly overall correlated with Agent Amount and 4 other fields | High correlation |
Agents is highly overall correlated with Agent Amount and 5 other fields | High correlation |
Amount is highly overall correlated with Agent Amount and 5 other fields | High correlation |
Base Fare is highly overall correlated with Agent Amount and 5 other fields | High correlation |
Coach No is highly overall correlated with Coach Type and 1 other fields | High correlation |
Coach Type is highly overall correlated with Coach No and 2 other fields | High correlation |
E Ticket is highly overall correlated with E Ticket Amount | High correlation |
E Ticket Amount is highly overall correlated with E Ticket | High correlation |
Net Amount is highly overall correlated with Agent Amount and 5 other fields | High correlation |
Origin is highly overall correlated with Place Of Supply | High correlation |
Place Of Supply is highly overall correlated with Origin | High correlation |
Route is highly overall correlated with Coach Type and 1 other fields | High correlation |
Seating Capacity is highly overall correlated with Coach No and 2 other fields | High correlation |
Seats is highly overall correlated with Agent Amount and 4 other fields | High correlation |
Coach No has 596 (1.8%) missing values | Missing |
Cash Amount is highly skewed (γ1 = 39.87153405) | Skewed |
E Ticket Amount is highly skewed (γ1 = 31.35661321) | Skewed |
Dept Time is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
E Ticket has 31468 (97.1%) zeros | Zeros |
Agents has 1268 (3.9%) zeros | Zeros |
Cash Amount has 32066 (99.0%) zeros | Zeros |
E Ticket Amount has 31471 (97.1%) zeros | Zeros |
Agent Amount has 1299 (4.0%) zeros | Zeros |
GST has 23897 (73.8%) zeros | Zeros |
Agent Commission has 1299 (4.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-20 06:28:51.795256 |
|---|---|
| Analysis finished | 2025-05-20 06:29:17.452807 |
| Duration | 25.66 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Doj
Date
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 253.3 KiB |
| Minimum | 2023-01-01 00:00:00 |
|---|---|
| Maximum | 2023-01-31 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=31)
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Kolkata |
|---|---|
| 2nd row | Kolkata |
| 3rd row | Kolkata |
| 4th row | Kolkata |
| 5th row | Kolkata |
Common Values
| Value | Count | Frequency (%) |
| Kolkata | 32401 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| kolkata | 32401 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 64802 | |
| K | 32401 | |
| o | 32401 | |
| l | 32401 | |
| k | 32401 | |
| t | 32401 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 194406 | |
| Uppercase Letter | 32401 | 14.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 64802 | |
| o | 32401 | |
| l | 32401 | |
| k | 32401 | |
| t | 32401 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 32401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 226807 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 64802 | |
| K | 32401 | |
| o | 32401 | |
| l | 32401 | |
| k | 32401 | |
| t | 32401 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 226807 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 64802 | |
| K | 32401 | |
| o | 32401 | |
| l | 32401 | |
| k | 32401 | |
| t | 32401 |
Route
Categorical
High correlation
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| Asansol - Kolkata (Karunamoyee) | |
|---|---|
| Asansol To Kolkata | |
| Kolkata (Karunamoyee) - Asansol | |
| Kolkata To Asansol | 1651 |
| Kolkata (Karunamoyee) To Asansol | 1198 |
| Other values (32) |
Length
| Max length | 37 |
|---|---|
| Median length | 31 |
| Mean length | 23.537885 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Asansol - Kolkata (Karunamoyee) |
|---|---|
| 2nd row | Asansol - Kolkata (Karunamoyee) |
| 3rd row | Asansol - Kolkata (Karunamoyee) |
| 4th row | Asansol - Kolkata (Karunamoyee) |
| 5th row | Asansol - Kolkata (Karunamoyee) |
Common Values
| Value | Count | Frequency (%) |
| Asansol - Kolkata (Karunamoyee) | 5148 | |
| Asansol To Kolkata | 3744 | 11.6% |
| Kolkata (Karunamoyee) - Asansol | 3307 | 10.2% |
| Kolkata To Asansol | 1651 | 5.1% |
| Kolkata (Karunamoyee) To Asansol | 1198 | 3.7% |
| Asansol - Puri - 1301 | 1087 | 3.4% |
| Bokaro To Kolkata | 1081 | 3.3% |
| Sliguri - Kolkata | 1006 | 3.1% |
| Hili To Kolkata - 1602 | 926 | 2.9% |
| Kolkata - Siliguri - 907 | 840 | 2.6% |
| Other values (27) | 12413 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| kolkata | 29179 | |
| 27362 | ||
| asansol | 19730 | |
| to | 13676 | |
| karunamoyee | 10359 | 8.2% |
| puri | 4210 | 3.3% |
| siliguri | 2629 | 2.1% |
| sliguri | 2399 | 1.9% |
| bokaro | 1886 | 1.5% |
| hili | 1640 | 1.3% |
| Other values (21) | 12982 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 105007 | |
| 93651 | ||
| o | 77304 | 10.1% |
| l | 57697 | 7.6% |
| K | 40764 | 5.3% |
| s | 39067 | 5.1% |
| k | 31635 | 4.1% |
| t | 31608 | 4.1% |
| n | 31162 | 4.1% |
| - | 27362 | 3.6% |
| Other values (38) | 227394 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 494995 | |
| Space Separator | 93651 | 12.3% |
| Uppercase Letter | 92450 | 12.1% |
| Decimal Number | 32335 | 4.2% |
| Dash Punctuation | 27362 | 3.6% |
| Open Punctuation | 10929 | 1.4% |
| Close Punctuation | 10929 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 105007 | |
| o | 77304 | |
| l | 57697 | |
| s | 39067 | 7.9% |
| k | 31635 | 6.4% |
| t | 31608 | 6.4% |
| n | 31162 | 6.3% |
| e | 23755 | 4.8% |
| r | 22547 | 4.6% |
| i | 22147 | 4.5% |
| Other values (9) | 53066 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 40764 | |
| A | 20221 | |
| T | 11903 | 12.9% |
| S | 6307 | 6.8% |
| P | 4210 | 4.6% |
| B | 1886 | 2.0% |
| H | 1726 | 1.9% |
| D | 1618 | 1.8% |
| R | 896 | 1.0% |
| I | 785 | 0.8% |
| Other values (6) | 2134 | 2.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11216 | |
| 0 | 10030 | |
| 9 | 2213 | 6.8% |
| 2 | 1934 | 6.0% |
| 3 | 1695 | 5.2% |
| 7 | 1456 | 4.5% |
| 5 | 1455 | 4.5% |
| 4 | 1410 | 4.4% |
| 6 | 926 | 2.9% |
Space Separator
| Value | Count | Frequency (%) |
| 93651 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 27362 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 10929 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 10929 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 587445 | |
| Common | 175206 | 23.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 105007 | |
| o | 77304 | |
| l | 57697 | |
| K | 40764 | 6.9% |
| s | 39067 | 6.7% |
| k | 31635 | 5.4% |
| t | 31608 | 5.4% |
| n | 31162 | 5.3% |
| e | 23755 | 4.0% |
| r | 22547 | 3.8% |
| Other values (25) | 126899 |
Common
| Value | Count | Frequency (%) |
| 93651 | ||
| - | 27362 | 15.6% |
| 1 | 11216 | 6.4% |
| ( | 10929 | 6.2% |
| ) | 10929 | 6.2% |
| 0 | 10030 | 5.7% |
| 9 | 2213 | 1.3% |
| 2 | 1934 | 1.1% |
| 3 | 1695 | 1.0% |
| 7 | 1456 | 0.8% |
| Other values (3) | 3791 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 762651 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 105007 | |
| 93651 | ||
| o | 77304 | 10.1% |
| l | 57697 | 7.6% |
| K | 40764 | 5.3% |
| s | 39067 | 5.1% |
| k | 31635 | 4.1% |
| t | 31608 | 4.1% |
| n | 31162 | 4.1% |
| - | 27362 | 3.6% |
| Other values (38) | 227394 |
Service No
Text
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
Length
| Max length | 15 |
|---|---|
| Median length | 8 |
| Mean length | 8.1256751 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AS - 401 |
|---|---|
| 2nd row | AS - 401 |
| 3rd row | AS - 401 |
| 4th row | AS - 401 |
| 5th row | AS - 401 |
| Value | Count | Frequency (%) |
| 28289 | ||
| as | 5854 | 6.5% |
| sa | 5075 | 5.7% |
| ae | 4332 | 4.8% |
| sk | 2210 | 2.5% |
| ea | 1976 | 2.2% |
| ks | 1492 | 1.7% |
| bk | 1081 | 1.2% |
| 601 | 1081 | 1.2% |
| pa | 990 | 1.1% |
| Other values (87) | 37034 |
Most occurring characters
| Value | Count | Frequency (%) |
| 57175 | ||
| 0 | 35408 | |
| - | 32401 | |
| 1 | 22090 | 8.4% |
| A | 19730 | 7.5% |
| S | 16162 | 6.1% |
| 2 | 12603 | 4.8% |
| K | 12585 | 4.8% |
| 3 | 8923 | 3.4% |
| 4 | 8720 | 3.3% |
| Other values (22) | 37483 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 107066 | |
| Uppercase Letter | 66470 | |
| Space Separator | 57175 | |
| Dash Punctuation | 32401 | 12.3% |
| Lowercase Letter | 168 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 19730 | |
| S | 16162 | |
| K | 12585 | |
| E | 6308 | 9.5% |
| P | 4626 | 7.0% |
| B | 1886 | 2.8% |
| D | 1758 | 2.6% |
| H | 1640 | 2.5% |
| R | 663 | 1.0% |
| N | 416 | 0.6% |
| Other values (3) | 696 | 1.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 35408 | |
| 1 | 22090 | |
| 2 | 12603 | 11.8% |
| 3 | 8923 | 8.3% |
| 4 | 8720 | 8.1% |
| 5 | 4696 | 4.4% |
| 7 | 4312 | 4.0% |
| 6 | 4121 | 3.8% |
| 9 | 3732 | 3.5% |
| 8 | 2461 | 2.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 24 | |
| p | 24 | |
| e | 24 | |
| c | 24 | |
| i | 24 | |
| a | 24 | |
| l | 24 |
Space Separator
| Value | Count | Frequency (%) |
| 57175 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 32401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 196642 | |
| Latin | 66638 | 25.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 19730 | |
| S | 16162 | |
| K | 12585 | |
| E | 6308 | 9.5% |
| P | 4626 | 6.9% |
| B | 1886 | 2.8% |
| D | 1758 | 2.6% |
| H | 1640 | 2.5% |
| R | 663 | 1.0% |
| N | 416 | 0.6% |
| Other values (10) | 864 | 1.3% |
Common
| Value | Count | Frequency (%) |
| 57175 | ||
| 0 | 35408 | |
| - | 32401 | |
| 1 | 22090 | 11.2% |
| 2 | 12603 | 6.4% |
| 3 | 8923 | 4.5% |
| 4 | 8720 | 4.4% |
| 5 | 4696 | 2.4% |
| 7 | 4312 | 2.2% |
| 6 | 4121 | 2.1% |
| Other values (2) | 6193 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 263280 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 57175 | ||
| 0 | 35408 | |
| - | 32401 | |
| 1 | 22090 | 8.4% |
| A | 19730 | 7.5% |
| S | 16162 | 6.1% |
| 2 | 12603 | 4.8% |
| K | 12585 | 4.8% |
| 3 | 8923 | 3.4% |
| 4 | 8720 | 3.3% |
| Other values (22) | 37483 |
Origin
Categorical
High correlation
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
| Kolkata | |
|---|---|
| Durgapur ( West Bengal ) | |
| Asansol | |
| Siliguri | |
| Saltlake | |
| Other values (26) |
Length
| Max length | 24 |
|---|---|
| Median length | 7 |
| Mean length | 10.519212 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Durgapur ( West Bengal ) |
|---|---|
| 2nd row | Burdwan |
| 3rd row | Durgapur ( West Bengal ) |
| 4th row | Durgapur ( West Bengal ) |
| 5th row | Durgapur ( West Bengal ) |
Common Values
| Value | Count | Frequency (%) |
| Kolkata | 11145 | |
| Durgapur ( West Bengal ) | 6209 | |
| Asansol | 4163 | 12.8% |
| Siliguri | 2519 | 7.8% |
| Saltlake | 1662 | 5.1% |
| Bhubaneswar | 1206 | 3.7% |
| Raniganj | 653 | 2.0% |
| Panagarh | 588 | 1.8% |
| Bokaro | 559 | 1.7% |
| Puri | 530 | 1.6% |
| Other values (21) | 3167 | 9.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 12418 | ||
| kolkata | 11145 | |
| bengal | 6241 | |
| west | 6241 | |
| durgapur | 6210 | |
| asansol | 4163 | 7.3% |
| siliguri | 2519 | 4.4% |
| saltlake | 1662 | 2.9% |
| bhubaneswar | 1206 | 2.1% |
| raniganj | 653 | 1.1% |
| Other values (24) | 4881 | 8.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 53199 | |
| l | 28198 | 8.3% |
| 24938 | 7.3% | |
| t | 20081 | 5.9% |
| r | 19251 | 5.6% |
| u | 18032 | 5.3% |
| g | 17211 | 5.0% |
| o | 16444 | 4.8% |
| s | 15773 | 4.6% |
| e | 15350 | 4.5% |
| Other values (27) | 112356 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 258480 | |
| Uppercase Letter | 44857 | 13.2% |
| Space Separator | 24938 | 7.3% |
| Close Punctuation | 6279 | 1.8% |
| Open Punctuation | 6279 | 1.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 53199 | |
| l | 28198 | |
| t | 20081 | 7.8% |
| r | 19251 | 7.4% |
| u | 18032 | 7.0% |
| g | 17211 | 6.7% |
| o | 16444 | 6.4% |
| s | 15773 | 6.1% |
| e | 15350 | 5.9% |
| n | 15149 | 5.9% |
| Other values (10) | 39792 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 11177 | |
| B | 8831 | |
| D | 7106 | |
| W | 6209 | |
| S | 4188 | 9.3% |
| A | 4163 | 9.3% |
| P | 1118 | 2.5% |
| R | 835 | 1.9% |
| M | 527 | 1.2% |
| C | 358 | 0.8% |
| Other values (4) | 345 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 24938 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6279 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6279 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 303337 | |
| Common | 37496 | 11.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 53199 | |
| l | 28198 | 9.3% |
| t | 20081 | 6.6% |
| r | 19251 | 6.3% |
| u | 18032 | 5.9% |
| g | 17211 | 5.7% |
| o | 16444 | 5.4% |
| s | 15773 | 5.2% |
| e | 15350 | 5.1% |
| n | 15149 | 5.0% |
| Other values (24) | 84649 |
Common
| Value | Count | Frequency (%) |
| 24938 | ||
| ) | 6279 | 16.7% |
| ( | 6279 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 340833 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 53199 | |
| l | 28198 | 8.3% |
| 24938 | 7.3% | |
| t | 20081 | 5.9% |
| r | 19251 | 5.6% |
| u | 18032 | 5.3% |
| g | 17211 | 5.0% |
| o | 16444 | 4.8% |
| s | 15773 | 4.6% |
| e | 15350 | 4.5% |
| Other values (27) | 112356 |
Destination
Categorical
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
| Kolkata | |
|---|---|
| Durgapur ( West Bengal ) | |
| Asansol | |
| Siliguri | |
| Bhubaneswar | 1254 |
| Other values (22) |
Length
| Max length | 24 |
|---|---|
| Median length | 7 |
| Mean length | 9.7396994 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Kolkata |
|---|---|
| 2nd row | Saltlake |
| 3rd row | Kolkata |
| 4th row | Kolkata |
| 5th row | Kolkata |
Common Values
| Value | Count | Frequency (%) |
| Kolkata | 15954 | |
| Durgapur ( West Bengal ) | 4898 | 15.1% |
| Asansol | 2734 | 8.4% |
| Siliguri | 2516 | 7.8% |
| Bhubaneswar | 1254 | 3.9% |
| Burdwan | 691 | 2.1% |
| Digha | 684 | 2.1% |
| Puri | 565 | 1.7% |
| Saltlake | 442 | 1.4% |
| Bokaro | 427 | 1.3% |
| Other values (17) | 2236 | 6.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| kolkata | 15954 | |
| 9796 | ||
| durgapur | 4898 | 9.4% |
| west | 4898 | 9.4% |
| bengal | 4898 | 9.4% |
| asansol | 2734 | 5.3% |
| siliguri | 2516 | 4.8% |
| bhubaneswar | 1254 | 2.4% |
| burdwan | 691 | 1.3% |
| digha | 684 | 1.3% |
| Other values (21) | 3692 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 53636 | |
| l | 27633 | 8.8% |
| t | 22199 | 7.0% |
| 19614 | 6.2% | |
| o | 19558 | 6.2% |
| k | 17262 | 5.5% |
| r | 16101 | 5.1% |
| K | 15954 | 5.1% |
| u | 15557 | 4.9% |
| g | 13892 | 4.4% |
| Other values (27) | 94170 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 243903 | |
| Uppercase Letter | 42219 | 13.4% |
| Space Separator | 19614 | 6.2% |
| Close Punctuation | 4920 | 1.6% |
| Open Punctuation | 4920 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 53636 | |
| l | 27633 | |
| t | 22199 | |
| o | 19558 | 8.0% |
| k | 17262 | 7.1% |
| r | 16101 | 6.6% |
| u | 15557 | 6.4% |
| g | 13892 | 5.7% |
| s | 11620 | 4.8% |
| e | 11492 | 4.7% |
| Other values (10) | 34953 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 15954 | |
| B | 7625 | |
| D | 5788 | 13.7% |
| W | 4898 | 11.6% |
| S | 2958 | 7.0% |
| A | 2734 | 6.5% |
| P | 700 | 1.7% |
| R | 600 | 1.4% |
| M | 338 | 0.8% |
| C | 315 | 0.7% |
| Other values (4) | 309 | 0.7% |
Space Separator
| Value | Count | Frequency (%) |
| 19614 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4920 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4920 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 286122 | |
| Common | 29454 | 9.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 53636 | |
| l | 27633 | 9.7% |
| t | 22199 | 7.8% |
| o | 19558 | 6.8% |
| k | 17262 | 6.0% |
| r | 16101 | 5.6% |
| K | 15954 | 5.6% |
| u | 15557 | 5.4% |
| g | 13892 | 4.9% |
| s | 11620 | 4.1% |
| Other values (24) | 72710 |
Common
| Value | Count | Frequency (%) |
| 19614 | ||
| ) | 4920 | 16.7% |
| ( | 4920 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 315576 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 53636 | |
| l | 27633 | 8.8% |
| t | 22199 | 7.0% |
| 19614 | 6.2% | |
| o | 19558 | 6.2% |
| k | 17262 | 5.5% |
| r | 16101 | 5.1% |
| K | 15954 | 5.1% |
| u | 15557 | 4.9% |
| g | 13892 | 4.4% |
| Other values (27) | 94170 |
Place Of Supply
Categorical
High correlation
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| Kolkata - West Bengal | |
|---|---|
| Durgapur ( West Bengal ) - West Bengal | |
| Asansol - West Bengal | |
| Siliguri - West Bengal | |
| Saltlake - West Bengal | |
| Other values (26) |
Length
| Max length | 38 |
|---|---|
| Median length | 21 |
| Mean length | 24.234592 |
| Min length | 14 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Durgapur ( West Bengal ) - West Bengal |
|---|---|
| 2nd row | Burdwan - West Bengal |
| 3rd row | Durgapur ( West Bengal ) - West Bengal |
| 4th row | Durgapur ( West Bengal ) - West Bengal |
| 5th row | Durgapur ( West Bengal ) - West Bengal |
Common Values
| Value | Count | Frequency (%) |
| Kolkata - West Bengal | 11145 | |
| Durgapur ( West Bengal ) - West Bengal | 6209 | |
| Asansol - West Bengal | 4163 | 12.8% |
| Siliguri - West Bengal | 2519 | 7.8% |
| Saltlake - West Bengal | 1662 | 5.1% |
| Bhubaneswar - Orissa | 1206 | 3.7% |
| Raniganj - Uttar Pradesh | 653 | 2.0% |
| Panagarh - West Bengal | 588 | 1.8% |
| Bokaro - Jharkhand | 559 | 1.7% |
| Puri - Orissa | 530 | 1.6% |
| Other values (21) | 3167 | 9.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 44819 | ||
| bengal | 34809 | |
| west | 34809 | |
| kolkata | 11145 | 7.4% |
| durgapur | 6210 | 4.1% |
| asansol | 4163 | 2.8% |
| siliguri | 2519 | 1.7% |
| orissa | 2084 | 1.4% |
| saltlake | 1662 | 1.1% |
| bhubaneswar | 1206 | 0.8% |
| Other values (27) | 7936 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 121045 | ||
| a | 87349 | |
| e | 73139 | 9.3% |
| l | 56766 | 7.2% |
| t | 49955 | 6.4% |
| s | 49162 | 6.3% |
| g | 45779 | 5.8% |
| n | 44813 | 5.7% |
| B | 37399 | 4.8% |
| W | 34777 | 4.4% |
| Other values (30) | 185041 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 512742 | |
| Space Separator | 121045 | 15.4% |
| Uppercase Letter | 106479 | 13.6% |
| Dash Punctuation | 32401 | 4.1% |
| Open Punctuation | 6279 | 0.8% |
| Close Punctuation | 6279 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 87349 | |
| e | 73139 | |
| l | 56766 | |
| t | 49955 | |
| s | 49162 | |
| g | 45779 | |
| n | 44813 | |
| r | 23737 | 4.6% |
| u | 18032 | 3.5% |
| o | 16444 | 3.2% |
| Other values (10) | 47566 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 37399 | |
| W | 34777 | |
| K | 11177 | 10.5% |
| D | 7106 | 6.7% |
| S | 4188 | 3.9% |
| A | 4163 | 3.9% |
| O | 2084 | 2.0% |
| P | 1771 | 1.7% |
| J | 1134 | 1.1% |
| R | 835 | 0.8% |
| Other values (6) | 1845 | 1.7% |
Space Separator
| Value | Count | Frequency (%) |
| 121045 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 32401 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6279 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6279 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 619221 | |
| Common | 166004 | 21.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 87349 | |
| e | 73139 | |
| l | 56766 | |
| t | 49955 | |
| s | 49162 | |
| g | 45779 | 7.4% |
| n | 44813 | 7.2% |
| B | 37399 | 6.0% |
| W | 34777 | 5.6% |
| r | 23737 | 3.8% |
| Other values (26) | 116345 |
Common
| Value | Count | Frequency (%) |
| 121045 | ||
| - | 32401 | 19.5% |
| ( | 6279 | 3.8% |
| ) | 6279 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 785225 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 121045 | ||
| a | 87349 | |
| e | 73139 | 9.3% |
| l | 56766 | 7.2% |
| t | 49955 | 6.4% |
| s | 49162 | 6.3% |
| g | 45779 | 5.8% |
| n | 44813 | 5.7% |
| B | 37399 | 4.8% |
| W | 34777 | 4.4% |
| Other values (30) | 185041 |
Dept Time
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
Coach No
Categorical
High correlation Missing
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 596 |
| Missing (%) | 1.8% |
| Memory size | 2.1 MiB |
| WB 23 E 3888 | 1886 |
|---|---|
| WB 37 C 8084 | 1180 |
| WB 23 E 3411 | 1122 |
| WB 23 E 3890 | 1046 |
| WB 23 D 7857 | 1034 |
| Other values (39) |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 11.999088 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WB 37 C 3388 |
|---|---|
| 2nd row | WB 37 C 3388 |
| 3rd row | WB 37 C 3388 |
| 4th row | WB 37 C 3388 |
| 5th row | WB 37 C 3388 |
Common Values
| Value | Count | Frequency (%) |
| WB 23 E 3888 | 1886 | 5.8% |
| WB 37 C 8084 | 1180 | 3.6% |
| WB 23 E 3411 | 1122 | 3.5% |
| WB 23 E 3890 | 1046 | 3.2% |
| WB 23 D 7857 | 1034 | 3.2% |
| WB 37 D 0098 | 1033 | 3.2% |
| WB 37 C 5597 | 987 | 3.0% |
| WB 73 G 3667 | 938 | 2.9% |
| WB 41 F 0307 | 922 | 2.8% |
| WB 37 D 0602 | 903 | 2.8% |
| Other values (34) | 20754 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| wb | 31235 | |
| 23 | 13838 | |
| e | 12238 | 9.6% |
| 37 | 11302 | 8.9% |
| d | 8202 | 6.4% |
| c | 4700 | 3.7% |
| 73 | 4690 | 3.7% |
| f | 3786 | 3.0% |
| 3888 | 1886 | 1.5% |
| g | 1826 | 1.4% |
| Other values (49) | 33488 |
Most occurring characters
| Value | Count | Frequency (%) |
| 95386 | ||
| 3 | 42370 | |
| B | 31805 | 8.3% |
| W | 31235 | 8.2% |
| 7 | 29842 | 7.8% |
| 0 | 21778 | 5.7% |
| 2 | 20740 | 5.4% |
| 5 | 15280 | 4.0% |
| 8 | 15249 | 4.0% |
| 6 | 13778 | 3.6% |
| Other values (11) | 64168 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 190830 | |
| Uppercase Letter | 95415 | |
| Space Separator | 95386 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 42370 | |
| 7 | 29842 | |
| 0 | 21778 | |
| 2 | 20740 | |
| 5 | 15280 | 8.0% |
| 8 | 15249 | 8.0% |
| 6 | 13778 | 7.2% |
| 1 | 10845 | 5.7% |
| 9 | 10715 | 5.6% |
| 4 | 10233 | 5.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 31805 | |
| W | 31235 | |
| E | 12267 | 12.9% |
| D | 8202 | 8.6% |
| C | 4700 | 4.9% |
| F | 3786 | 4.0% |
| G | 1826 | 1.9% |
| N | 570 | 0.6% |
| L | 570 | 0.6% |
| A | 454 | 0.5% |
Space Separator
| Value | Count | Frequency (%) |
| 95386 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 286216 | |
| Latin | 95415 | 25.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 95386 | ||
| 3 | 42370 | |
| 7 | 29842 | 10.4% |
| 0 | 21778 | 7.6% |
| 2 | 20740 | 7.2% |
| 5 | 15280 | 5.3% |
| 8 | 15249 | 5.3% |
| 6 | 13778 | 4.8% |
| 1 | 10845 | 3.8% |
| 9 | 10715 | 3.7% |
Latin
| Value | Count | Frequency (%) |
| B | 31805 | |
| W | 31235 | |
| E | 12267 | 12.9% |
| D | 8202 | 8.6% |
| C | 4700 | 4.9% |
| F | 3786 | 4.0% |
| G | 1826 | 1.9% |
| N | 570 | 0.6% |
| L | 570 | 0.6% |
| A | 454 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 381631 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 95386 | ||
| 3 | 42370 | |
| B | 31805 | 8.3% |
| W | 31235 | 8.2% |
| 7 | 29842 | 7.8% |
| 0 | 21778 | 5.7% |
| 2 | 20740 | 5.4% |
| 5 | 15280 | 4.0% |
| 8 | 15249 | 4.0% |
| 6 | 13778 | 3.6% |
| Other values (11) | 64168 |
Coach Type
Categorical
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| Volvo Seater | |
|---|---|
| Multi Axle Volvo SemiSleeper | |
| VOLVO MULTI AXLE B11R Sleeper /Seater ( 2+1 ) | |
| Scania Multi-Axle Semi Sleeper | |
| VOLVO B11R I-SHIFT MULTI AXEL SEATER | 1538 |
| Other values (4) |
Length
| Max length | 47 |
|---|---|
| Median length | 12 |
| Mean length | 22.581618 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Volvo Seater |
|---|---|
| 2nd row | Volvo Seater |
| 3rd row | Volvo Seater |
| 4th row | Volvo Seater |
| 5th row | Volvo Seater |
Common Values
| Value | Count | Frequency (%) |
| Volvo Seater | 16889 | |
| Multi Axle Volvo SemiSleeper | 4864 | 15.0% |
| VOLVO MULTI AXLE B11R Sleeper /Seater ( 2+1 ) | 3450 | 10.6% |
| Scania Multi-Axle Semi Sleeper | 2033 | 6.3% |
| VOLVO B11R I-SHIFT MULTI AXEL SEATER | 1538 | 4.7% |
| Scania Metro Link | 1245 | 3.8% |
| Volvo Multi Axle I-Shift B11R Full Sleeper | 1240 | 3.8% |
| Volvo AC Seater Executive Luxury 2+2 | 1113 | 3.4% |
| Volvo B11R multi axle semi sleeper | 29 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| volvo | 29123 | |
| seater | 22990 | |
| multi | 11121 | 9.2% |
| axle | 9583 | 7.9% |
| 6900 | 5.7% | |
| sleeper | 6752 | 5.6% |
| b11r | 6257 | 5.2% |
| semisleeper | 4864 | 4.0% |
| 2+1 | 3450 | 2.9% |
| scania | 3278 | 2.7% |
| Other values (11) | 16593 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 96315 | |
| 95410 | ||
| l | 54563 | 7.5% |
| o | 49515 | 6.8% |
| S | 47530 | 6.5% |
| r | 35426 | 4.8% |
| V | 34111 | 4.7% |
| t | 33216 | 4.5% |
| a | 28037 | 3.8% |
| v | 25248 | 3.5% |
| Other values (33) | 232296 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 399806 | |
| Uppercase Letter | 195087 | |
| Space Separator | 95410 | 13.0% |
| Decimal Number | 21640 | 3.0% |
| Dash Punctuation | 4811 | 0.7% |
| Math Symbol | 4563 | 0.6% |
| Open Punctuation | 3450 | 0.5% |
| Other Punctuation | 3450 | 0.5% |
| Close Punctuation | 3450 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 96315 | |
| l | 54563 | |
| o | 49515 | |
| r | 35426 | 8.9% |
| t | 33216 | 8.3% |
| a | 28037 | 7.0% |
| v | 25248 | 6.3% |
| i | 21968 | 5.5% |
| u | 12745 | 3.2% |
| p | 11616 | 2.9% |
| Other values (9) | 31157 | 7.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 47530 | |
| V | 34111 | |
| L | 17322 | 8.9% |
| A | 15776 | 8.1% |
| M | 14370 | 7.4% |
| O | 9976 | 5.1% |
| I | 9304 | 4.8% |
| E | 9177 | 4.7% |
| T | 8064 | 4.1% |
| R | 7795 | 4.0% |
| Other values (6) | 21662 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 15964 | |
| 2 | 5676 | 26.2% |
Space Separator
| Value | Count | Frequency (%) |
| 95410 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4811 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 4563 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3450 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 3450 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3450 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 594893 | |
| Common | 136774 | 18.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 96315 | |
| l | 54563 | 9.2% |
| o | 49515 | 8.3% |
| S | 47530 | 8.0% |
| r | 35426 | 6.0% |
| V | 34111 | 5.7% |
| t | 33216 | 5.6% |
| a | 28037 | 4.7% |
| v | 25248 | 4.2% |
| i | 21968 | 3.7% |
| Other values (25) | 168964 |
Common
| Value | Count | Frequency (%) |
| 95410 | ||
| 1 | 15964 | 11.7% |
| 2 | 5676 | 4.1% |
| - | 4811 | 3.5% |
| + | 4563 | 3.3% |
| ( | 3450 | 2.5% |
| / | 3450 | 2.5% |
| ) | 3450 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 731667 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 96315 | |
| 95410 | ||
| l | 54563 | 7.5% |
| o | 49515 | 6.8% |
| S | 47530 | 6.5% |
| r | 35426 | 4.8% |
| V | 34111 | 4.7% |
| t | 33216 | 4.5% |
| a | 28037 | 3.8% |
| v | 25248 | 3.5% |
| Other values (33) | 232296 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AC |
|---|---|
| 2nd row | AC |
| 3rd row | AC |
| 4th row | AC |
| 5th row | AC |
Common Values
| Value | Count | Frequency (%) |
| AC | 32401 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ac | 32401 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 32401 | |
| C | 32401 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 64802 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 32401 | |
| C | 32401 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 64802 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 32401 | |
| C | 32401 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 64802 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 32401 | |
| C | 32401 |
Booked By
Text
| Distinct | 134 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
Length
| Max length | 29 |
|---|---|
| Median length | 7 |
| Mean length | 9.3763155 |
| Min length | 5 |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Redbus |
|---|---|
| 2nd row | Redbus |
| 3rd row | Bhairab Singha |
| 4th row | Redbus |
| 5th row | Redbus |
| Value | Count | Frequency (%) |
| redbus | 21931 | |
| shyamoli | 1965 | 4.7% |
| paytm | 996 | 2.4% |
| administrator | 933 | 2.2% |
| system | 933 | 2.2% |
| asansol | 824 | 1.9% |
| bikram | 688 | 1.6% |
| durgapur | 688 | 1.6% |
| abhibus | 606 | 1.4% |
| karunamoye | 599 | 1.4% |
| Other values (195) | 12094 |
Most occurring characters
| Value | Count | Frequency (%) |
| 34102 | ||
| u | 28205 | 9.3% |
| s | 27729 | 9.1% |
| b | 25711 | 8.5% |
| e | 24657 | 8.1% |
| d | 23484 | 7.7% |
| R | 22729 | 7.5% |
| a | 20121 | 6.6% |
| i | 9867 | 3.2% |
| o | 8287 | 2.7% |
| Other values (36) | 78910 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 227443 | |
| Uppercase Letter | 42223 | 13.9% |
| Space Separator | 34102 | 11.2% |
| Other Punctuation | 34 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 28205 | |
| s | 27729 | |
| b | 25711 | |
| e | 24657 | |
| d | 23484 | |
| a | 20121 | |
| i | 9867 | 4.3% |
| o | 8287 | 3.6% |
| r | 8235 | 3.6% |
| h | 7825 | 3.4% |
| Other values (14) | 43322 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 22729 | |
| S | 6028 | 14.3% |
| A | 3406 | 8.1% |
| B | 2307 | 5.5% |
| P | 2042 | 4.8% |
| D | 1480 | 3.5% |
| K | 809 | 1.9% |
| C | 721 | 1.7% |
| L | 616 | 1.5% |
| M | 566 | 1.3% |
| Other values (10) | 1519 | 3.6% |
Space Separator
| Value | Count | Frequency (%) |
| 34102 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 34 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 269666 | |
| Common | 34136 | 11.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 28205 | 10.5% |
| s | 27729 | 10.3% |
| b | 25711 | 9.5% |
| e | 24657 | 9.1% |
| d | 23484 | 8.7% |
| R | 22729 | 8.4% |
| a | 20121 | 7.5% |
| i | 9867 | 3.7% |
| o | 8287 | 3.1% |
| r | 8235 | 3.1% |
| Other values (34) | 70641 |
Common
| Value | Count | Frequency (%) |
| 34102 | ||
| & | 34 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 303802 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 34102 | ||
| u | 28205 | 9.3% |
| s | 27729 | 9.1% |
| b | 25711 | 8.5% |
| e | 24657 | 8.1% |
| d | 23484 | 7.7% |
| R | 22729 | 7.5% |
| a | 20121 | 6.6% |
| i | 9867 | 3.2% |
| o | 8287 | 2.7% |
| Other values (36) | 78910 |
Service Fare
Text
| Distinct | 113 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.1 MiB |
Length
| Max length | 36 |
|---|---|
| Median length | 8 |
| Mean length | 10.930218 |
| Min length | 8 |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | SS : 486 |
|---|---|
| 2nd row | SS : 429 |
| 3rd row | SS : 486 |
| 4th row | SS : 486 |
| 5th row | SS : 486 |
| Value | Count | Frequency (%) |
| 40541 | ||
| ss | 31161 | |
| 486 | 10073 | 8.3% |
| 524 | 5739 | 4.7% |
| lb | 4690 | 3.9% |
| ub | 4690 | 3.9% |
| 1500 | 3786 | 3.1% |
| 1000 | 1833 | 1.5% |
| 1150 | 1605 | 1.3% |
| 400 | 1523 | 1.3% |
| Other values (77) | 15982 | 13.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 89222 | ||
| S | 62322 | |
| 0 | 41528 | |
| : | 40541 | |
| 4 | 19330 | 5.5% |
| 5 | 18294 | 5.2% |
| 1 | 14779 | 4.2% |
| 6 | 12750 | 3.6% |
| 8 | 11550 | 3.3% |
| B | 9380 | 2.6% |
| Other values (8) | 34454 | 9.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 134726 | |
| Space Separator | 89222 | |
| Uppercase Letter | 81082 | |
| Other Punctuation | 49120 | 13.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 41528 | |
| 4 | 19330 | |
| 5 | 18294 | |
| 1 | 14779 | 11.0% |
| 6 | 12750 | 9.5% |
| 8 | 11550 | 8.6% |
| 2 | 8951 | 6.6% |
| 9 | 3353 | 2.5% |
| 7 | 2833 | 2.1% |
| 3 | 1358 | 1.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 62322 | |
| B | 9380 | 11.6% |
| U | 4690 | 5.8% |
| L | 4690 | 5.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 40541 | |
| , | 8140 | 16.6% |
| . | 439 | 0.9% |
Space Separator
| Value | Count | Frequency (%) |
| 89222 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 273068 | |
| Latin | 81082 | 22.9% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 89222 | ||
| 0 | 41528 | |
| : | 40541 | |
| 4 | 19330 | 7.1% |
| 5 | 18294 | 6.7% |
| 1 | 14779 | 5.4% |
| 6 | 12750 | 4.7% |
| 8 | 11550 | 4.2% |
| 2 | 8951 | 3.3% |
| , | 8140 | 3.0% |
| Other values (4) | 7983 | 2.9% |
Latin
| Value | Count | Frequency (%) |
| S | 62322 | |
| B | 9380 | 11.6% |
| U | 4690 | 5.8% |
| L | 4690 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 354150 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 89222 | ||
| S | 62322 | |
| 0 | 41528 | |
| : | 40541 | |
| 4 | 19330 | 5.5% |
| 5 | 18294 | 5.2% |
| 1 | 14779 | 4.2% |
| 6 | 12750 | 3.6% |
| 8 | 11550 | 3.3% |
| B | 9380 | 2.6% |
| Other values (8) | 34454 | 9.7% |
E Ticket
Real number (ℝ)
High correlation Zeros
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.047035585 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 31468 |
| Zeros (%) | 97.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.34899847 |
|---|---|
| Coefficient of variation (CV) | 7.4198815 |
| Kurtosis | 300.95413 |
| Mean | 0.047035585 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.652435 |
| Sum | 1524 |
| Variance | 0.12179993 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 31468 | |
| 1 | 607 | 1.9% |
| 2 | 206 | 0.6% |
| 3 | 60 | 0.2% |
| 4 | 32 | 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 6 | < 0.1% |
| 9 | 4 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 31468 | |
| 1 | 607 | 1.9% |
| 2 | 206 | 0.6% |
| 3 | 60 | 0.2% |
| 4 | 32 | 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 6 | < 0.1% |
| 5 | 9 | < 0.1% |
| 4 | 32 | |
| 3 | 60 |
Agents
Real number (ℝ)
High correlation Zeros
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4412518 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 1268 |
| Zeros (%) | 3.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0632239 |
|---|---|
| Coefficient of variation (CV) | 0.73770866 |
| Kurtosis | 106.60909 |
| Mean | 1.4412518 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.8547699 |
| Sum | 46698 |
| Variance | 1.1304451 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 1 | 21331 | |
| 2 | 6789 | 21.0% |
| 3 | 1660 | 5.1% |
| 0 | 1268 | 3.9% |
| 4 | 733 | 2.3% |
| 6 | 302 | 0.9% |
| 5 | 234 | 0.7% |
| 7 | 22 | 0.1% |
| 8 | 18 | 0.1% |
| 9 | 12 | < 0.1% |
| Other values (15) | 32 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1268 | 3.9% |
| 1 | 21331 | |
| 2 | 6789 | 21.0% |
| 3 | 1660 | 5.1% |
| 4 | 733 | 2.3% |
| 5 | 234 | 0.7% |
| 6 | 302 | 0.9% |
| 7 | 22 | 0.1% |
| 8 | 18 | 0.1% |
| 9 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 29 | 1 | |
| 27 | 1 | |
| 23 | 1 | |
| 21 | 1 | |
| 20 | 1 | |
| 18 | 1 | |
| 17 | 1 | |
| 16 | 2 | |
| 15 | 1 |
Seats
Real number (ℝ)
High correlation
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5235641 |
| Minimum | 1 |
|---|---|
| Maximum | 40 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 40 |
| Range | 39 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1218957 |
|---|---|
| Coefficient of variation (CV) | 0.73636266 |
| Kurtosis | 109.82211 |
| Mean | 1.5235641 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.615549 |
| Sum | 49365 |
| Variance | 1.25865 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 1 | 22045 | |
| 2 | 7066 | 21.8% |
| 3 | 1779 | 5.5% |
| 4 | 787 | 2.4% |
| 6 | 316 | 1.0% |
| 5 | 271 | 0.8% |
| 7 | 35 | 0.1% |
| 8 | 25 | 0.1% |
| 9 | 23 | 0.1% |
| 10 | 11 | < 0.1% |
| Other values (16) | 43 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 22045 | |
| 2 | 7066 | 21.8% |
| 3 | 1779 | 5.5% |
| 4 | 787 | 2.4% |
| 5 | 271 | 0.8% |
| 6 | 316 | 1.0% |
| 7 | 35 | 0.1% |
| 8 | 25 | 0.1% |
| 9 | 23 | 0.1% |
| 10 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 40 | 1 | |
| 29 | 1 | |
| 27 | 2 | |
| 25 | 1 | |
| 23 | 1 | |
| 22 | 1 | |
| 21 | 1 | |
| 20 | 1 | |
| 18 | 2 | |
| 17 | 2 |
Seating Capacity
Real number (ℝ)
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.636863 |
| Minimum | 37 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 45 |
| median | 45 |
| Q3 | 49 |
| 95-th percentile | 61 |
| Maximum | 61 |
| Range | 24 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 5.3544412 |
|---|---|
| Coefficient of variation (CV) | 0.11240121 |
| Kurtosis | 1.0869859 |
| Mean | 47.636863 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.2654441 |
| Sum | 1543482 |
| Variance | 28.670041 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 45 | 18134 | |
| 49 | 4716 | 14.6% |
| 53 | 3001 | 9.3% |
| 60 | 1826 | 5.6% |
| 61 | 1624 | 5.0% |
| 42 | 1240 | 3.8% |
| 44 | 1113 | 3.4% |
| 37 | 747 | 2.3% |
| Value | Count | Frequency (%) |
| 37 | 747 | 2.3% |
| 42 | 1240 | 3.8% |
| 44 | 1113 | 3.4% |
| 45 | 18134 | |
| 49 | 4716 | 14.6% |
| 53 | 3001 | 9.3% |
| 60 | 1826 | 5.6% |
| 61 | 1624 | 5.0% |
| Value | Count | Frequency (%) |
| 61 | 1624 | 5.0% |
| 60 | 1826 | 5.6% |
| 53 | 3001 | 9.3% |
| 49 | 4716 | 14.6% |
| 45 | 18134 | |
| 44 | 1113 | 3.4% |
| 42 | 1240 | 3.8% |
| 37 | 747 | 2.3% |
Cash Amount
Real number (ℝ)
Skewed Zeros
| Distinct | 119 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.785808 |
| Minimum | 0 |
|---|---|
| Maximum | 35910 |
| Zeros | 32066 |
| Zeros (%) | 99.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 35910 |
| Range | 35910 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 413.63567 |
|---|---|
| Coefficient of variation (CV) | 15.442345 |
| Kurtosis | 2566.5894 |
| Mean | 26.785808 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 39.871534 |
| Sum | 867886.95 |
| Variance | 171094.47 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 32066 | |
| 550.2 | 13 | < 0.1% |
| 651 | 12 | < 0.1% |
| 510.3 | 10 | < 0.1% |
| 2110.5 | 9 | < 0.1% |
| 530.25 | 8 | < 0.1% |
| 2751 | 8 | < 0.1% |
| 1650.6 | 8 | < 0.1% |
| 2520 | 7 | < 0.1% |
| 1100.4 | 7 | < 0.1% |
| Other values (109) | 253 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 32066 | |
| 367.5 | 1 | < 0.1% |
| 510.3 | 10 | < 0.1% |
| 530.25 | 8 | < 0.1% |
| 550.2 | 13 | < 0.1% |
| 577.5 | 1 | < 0.1% |
| 628.95 | 4 | < 0.1% |
| 651 | 12 | < 0.1% |
| 682.5 | 1 | < 0.1% |
| 703.5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 35910 | 1 | |
| 26565 | 1 | |
| 17325 | 1 | |
| 13860 | 1 | |
| 13755 | 1 | |
| 12206.25 | 1 | |
| 11550 | 1 | |
| 11025 | 1 | |
| 10080 | 1 | |
| 9353.4 | 1 |
E Ticket Amount
Real number (ℝ)
High correlation Skewed Zeros
| Distinct | 163 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.268045 |
| Minimum | 0 |
|---|---|
| Maximum | 31421.25 |
| Zeros | 31471 |
| Zeros (%) | 97.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 31421.25 |
| Range | 31421.25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 379.93047 |
|---|---|
| Coefficient of variation (CV) | 9.9281389 |
| Kurtosis | 1793.3686 |
| Mean | 38.268045 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 31.356613 |
| Sum | 1239922.9 |
| Variance | 144347.16 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 31471 | |
| 510.3 | 133 | 0.4% |
| 550.2 | 108 | 0.3% |
| 484.79 | 47 | 0.1% |
| 1020.6 | 40 | 0.1% |
| 1496.25 | 39 | 0.1% |
| 1100.4 | 34 | 0.1% |
| 522.69 | 33 | 0.1% |
| 450.45 | 27 | 0.1% |
| 798 | 19 | 0.1% |
| Other values (153) | 450 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 31471 | |
| 349.13 | 1 | < 0.1% |
| 380.05 | 2 | < 0.1% |
| 399 | 6 | < 0.1% |
| 420 | 1 | < 0.1% |
| 427.93 | 8 | < 0.1% |
| 448.88 | 1 | < 0.1% |
| 450.45 | 27 | 0.1% |
| 473.81 | 2 | < 0.1% |
| 484.79 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| 31421.25 | 1 | |
| 14962.5 | 1 | |
| 13965 | 1 | |
| 12468.75 | 1 | |
| 11970 | 1 | |
| 11371.5 | 2 | |
| 9975 | 1 | |
| 9576 | 1 | |
| 9177.04 | 1 | |
| 8079.75 | 1 |
Agent Amount
Real number (ℝ)
High correlation Zeros
| Distinct | 690 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1017.4928 |
| Minimum | 0 |
|---|---|
| Maximum | 54500 |
| Zeros | 1299 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 386.1 |
| Q1 | 450 |
| median | 675 |
| Q3 | 1092.5 |
| 95-th percentile | 2774 |
| Maximum | 54500 |
| Range | 54500 |
| Interquartile range (IQR) | 642.5 |
Descriptive statistics
| Standard deviation | 1226.704 |
|---|---|
| Coefficient of variation (CV) | 1.2056144 |
| Kurtosis | 277.74555 |
| Mean | 1017.4928 |
| Median Absolute Deviation (MAD) | 237.6 |
| Skewness | 10.352149 |
| Sum | 32967785 |
| Variance | 1504802.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 437.4 | 5419 | 16.7% |
| 471.6 | 3070 | 9.5% |
| 0 | 1299 | 4.0% |
| 874.8 | 1293 | 4.0% |
| 461.7 | 1111 | 3.4% |
| 943.2 | 924 | 2.9% |
| 500.3 | 843 | 2.6% |
| 386.1 | 794 | 2.5% |
| 1080 | 703 | 2.2% |
| 1350 | 682 | 2.1% |
| Other values (680) | 16263 |
| Value | Count | Frequency (%) |
| 0 | 1299 | |
| 280.8 | 2 | < 0.1% |
| 297.9 | 4 | < 0.1% |
| 307.8 | 2 | < 0.1% |
| 315 | 2 | < 0.1% |
| 342.9 | 95 | 0.3% |
| 360 | 145 | 0.4% |
| 380 | 18 | 0.1% |
| 386.1 | 794 | |
| 390.05 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 54500 | 1 | |
| 50000 | 1 | |
| 36585 | 1 | |
| 35815 | 1 | |
| 29640 | 1 | |
| 28455 | 1 | |
| 24035 | 1 | |
| 22990 | 1 | |
| 18780 | 1 | |
| 18700 | 1 |
Base Fare
Real number (ℝ)
High correlation
| Distinct | 453 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1161.1593 |
| Minimum | 0 |
|---|---|
| Maximum | 52000 |
| Zeros | 34 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 486 |
| Q1 | 486 |
| median | 800 |
| Q3 | 1250 |
| 95-th percentile | 3100 |
| Maximum | 52000 |
| Range | 52000 |
| Interquartile range (IQR) | 764 |
Descriptive statistics
| Standard deviation | 1339.7437 |
|---|---|
| Coefficient of variation (CV) | 1.1537984 |
| Kurtosis | 197.73292 |
| Mean | 1161.1593 |
| Median Absolute Deviation (MAD) | 314 |
| Skewness | 9.0963783 |
| Sum | 37622723 |
| Variance | 1794913.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 486 | 7516 | |
| 524 | 4052 | 12.5% |
| 972 | 1883 | 5.8% |
| 1048 | 1199 | 3.7% |
| 429 | 1015 | 3.1% |
| 1200 | 897 | 2.8% |
| 1150 | 856 | 2.6% |
| 1500 | 828 | 2.6% |
| 1000 | 776 | 2.4% |
| 800 | 745 | 2.3% |
| Other values (443) | 12634 |
| Value | Count | Frequency (%) |
| 0 | 34 | 0.1% |
| 312 | 2 | < 0.1% |
| 331 | 4 | < 0.1% |
| 332.5 | 1 | < 0.1% |
| 342 | 2 | < 0.1% |
| 350 | 3 | < 0.1% |
| 361.95 | 2 | < 0.1% |
| 380 | 6 | < 0.1% |
| 381 | 102 | |
| 390 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 52000 | 1 | |
| 48000 | 1 | |
| 37700 | 1 | |
| 35100 | 1 | |
| 34200 | 1 | |
| 31200 | 1 | |
| 29925 | 1 | |
| 27300 | 1 | |
| 25300 | 2 | |
| 22000 | 1 |
GST
Real number (ℝ)
Zeros
| Distinct | 369 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.889536 |
| Minimum | 0 |
|---|---|
| Maximum | 2600 |
| Zeros | 23897 |
| Zeros (%) | 73.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 24.3 |
| 95-th percentile | 78.6 |
| Maximum | 2600 |
| Range | 2600 |
| Interquartile range (IQR) | 24.3 |
Descriptive statistics
| Standard deviation | 56.005268 |
|---|---|
| Coefficient of variation (CV) | 3.3159744 |
| Kurtosis | 431.9725 |
| Mean | 16.889536 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.832083 |
| Sum | 547237.84 |
| Variance | 3136.59 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 23897 | |
| 24.3 | 2097 | 6.5% |
| 26.2 | 982 | 3.0% |
| 48.6 | 590 | 1.8% |
| 52.4 | 275 | 0.8% |
| 25.25 | 264 | 0.8% |
| 21.45 | 221 | 0.7% |
| 60 | 188 | 0.6% |
| 57.5 | 188 | 0.6% |
| 50 | 186 | 0.6% |
| Other values (359) | 3513 | 10.8% |
| Value | Count | Frequency (%) |
| 0 | 23897 | |
| 16.63 | 1 | < 0.1% |
| 17.5 | 1 | < 0.1% |
| 18.1 | 2 | < 0.1% |
| 19 | 6 | < 0.1% |
| 19.05 | 7 | < 0.1% |
| 19.5 | 1 | < 0.1% |
| 19.9 | 1 | < 0.1% |
| 20 | 77 | 0.2% |
| 20.38 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 2600 | 1 | |
| 2400 | 1 | |
| 1885 | 1 | |
| 1755 | 1 | |
| 1710 | 1 | |
| 1560 | 1 | |
| 1496.25 | 1 | |
| 1365 | 1 | |
| 1265 | 2 | |
| 1100 | 1 |
Amount
Real number (ℝ)
High correlation
| Distinct | 626 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1178.0489 |
| Minimum | 0 |
|---|---|
| Maximum | 54600 |
| Zeros | 34 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 486 |
| Q1 | 510.3 |
| median | 800 |
| Q3 | 1260 |
| 95-th percentile | 3150 |
| Maximum | 54600 |
| Range | 54600 |
| Interquartile range (IQR) | 749.7 |
Descriptive statistics
| Standard deviation | 1376.8442 |
|---|---|
| Coefficient of variation (CV) | 1.1687496 |
| Kurtosis | 215.06188 |
| Mean | 1178.0489 |
| Median Absolute Deviation (MAD) | 314 |
| Skewness | 9.5206924 |
| Sum | 38169961 |
| Variance | 1895699.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 486 | 5419 | 16.7% |
| 524 | 3070 | 9.5% |
| 510.3 | 2097 | 6.5% |
| 972 | 1293 | 4.0% |
| 550.2 | 982 | 3.0% |
| 1048 | 924 | 2.9% |
| 429 | 794 | 2.5% |
| 1200 | 709 | 2.2% |
| 1500 | 683 | 2.1% |
| 1150 | 668 | 2.1% |
| Other values (616) | 15762 |
| Value | Count | Frequency (%) |
| 0 | 34 | 0.1% |
| 312 | 2 | < 0.1% |
| 331 | 4 | < 0.1% |
| 342 | 2 | < 0.1% |
| 349.13 | 1 | < 0.1% |
| 350 | 2 | < 0.1% |
| 367.5 | 1 | < 0.1% |
| 380.05 | 2 | < 0.1% |
| 381 | 95 | |
| 399 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 54600 | 1 | |
| 50400 | 1 | |
| 39585 | 1 | |
| 36855 | 1 | |
| 35910 | 1 | |
| 32760 | 1 | |
| 31421.25 | 1 | |
| 28665 | 1 | |
| 26565 | 2 | |
| 23100 | 1 |
Agent Commission
Real number (ℝ)
High correlation Zeros
| Distinct | 295 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.502177 |
| Minimum | 0 |
|---|---|
| Maximum | 3770 |
| Zeros | 1299 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 48.6 |
| median | 52.4 |
| Q3 | 110 |
| 95-th percentile | 285 |
| Maximum | 3770 |
| Range | 3770 |
| Interquartile range (IQR) | 61.4 |
Descriptive statistics
| Standard deviation | 111.68932 |
|---|---|
| Coefficient of variation (CV) | 1.169495 |
| Kurtosis | 87.681457 |
| Mean | 95.502177 |
| Median Absolute Deviation (MAD) | 42.4 |
| Skewness | 5.9140016 |
| Sum | 3094366 |
| Variance | 12474.505 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 48.6 | 6530 | |
| 52.4 | 3570 | 11.0% |
| 10 | 2405 | 7.4% |
| 97.2 | 1600 | 4.9% |
| 0 | 1299 | 4.0% |
| 104.8 | 1054 | 3.3% |
| 20 | 989 | 3.1% |
| 42.9 | 889 | 2.7% |
| 120 | 787 | 2.4% |
| 115 | 735 | 2.3% |
| Other values (285) | 12543 |
| Value | Count | Frequency (%) |
| 0 | 1299 | |
| 10 | 2405 | |
| 20 | 989 | |
| 30 | 274 | 0.8% |
| 30.3 | 1 | < 0.1% |
| 31.2 | 2 | < 0.1% |
| 31.44 | 1 | < 0.1% |
| 33.1 | 4 | < 0.1% |
| 34.2 | 2 | < 0.1% |
| 35 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 3770 | 1 | < 0.1% |
| 3120 | 1 | < 0.1% |
| 2530 | 1 | < 0.1% |
| 1890 | 1 | < 0.1% |
| 1800 | 1 | < 0.1% |
| 1750 | 3 | |
| 1620 | 1 | < 0.1% |
| 1600 | 1 | < 0.1% |
| 1540 | 1 | < 0.1% |
| 1500 | 2 |
Net Amount
Real number (ℝ)
High correlation
| Distinct | 921 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1082.5467 |
| Minimum | 0 |
|---|---|
| Maximum | 54500 |
| Zeros | 34 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 253.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 437.4 |
| Q1 | 461.7 |
| median | 725 |
| Q3 | 1170 |
| 95-th percentile | 2970 |
| Maximum | 54500 |
| Range | 54500 |
| Interquartile range (IQR) | 708.3 |
Descriptive statistics
| Standard deviation | 1298.3861 |
|---|---|
| Coefficient of variation (CV) | 1.1993812 |
| Kurtosis | 252.49968 |
| Mean | 1082.5467 |
| Median Absolute Deviation (MAD) | 287.6 |
| Skewness | 10.318074 |
| Sum | 35075595 |
| Variance | 1685806.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 437.4 | 5419 | 16.7% |
| 471.6 | 3070 | 9.5% |
| 874.8 | 1293 | 4.0% |
| 461.7 | 1111 | 3.4% |
| 943.2 | 924 | 2.9% |
| 500.3 | 843 | 2.6% |
| 386.1 | 794 | 2.5% |
| 1080 | 703 | 2.2% |
| 1350 | 682 | 2.1% |
| 1035 | 666 | 2.1% |
| Other values (911) | 16896 |
| Value | Count | Frequency (%) |
| 0 | 34 | 0.1% |
| 280.8 | 2 | < 0.1% |
| 297.9 | 4 | < 0.1% |
| 307.8 | 2 | < 0.1% |
| 315 | 2 | < 0.1% |
| 342.9 | 95 | |
| 349.13 | 1 | < 0.1% |
| 360 | 145 | |
| 367.5 | 1 | < 0.1% |
| 380 | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 54500 | 1 | |
| 50000 | 1 | |
| 36585 | 1 | |
| 35910 | 1 | |
| 35815 | 1 | |
| 31421.25 | 1 | |
| 29640 | 1 | |
| 28455 | 1 | |
| 26565 | 1 | |
| 24035 | 1 |
Interactions
Correlations
| Agent Amount | Agent Commission | Agents | Amount | Base Fare | Cash Amount | Coach No | Coach Type | Destination | E Ticket | E Ticket Amount | GST | Net Amount | Origin | Place Of Supply | Route | Seating Capacity | Seats | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Agent Amount | 1.000 | 0.726 | 0.703 | 0.893 | 0.886 | -0.170 | 0.055 | 0.048 | 0.049 | -0.287 | -0.287 | 0.052 | 0.885 | 0.065 | 0.065 | 0.075 | 0.152 | 0.582 |
| Agent Commission | 0.726 | 1.000 | 0.552 | 0.647 | 0.679 | -0.171 | 0.076 | 0.060 | 0.053 | -0.288 | -0.287 | -0.458 | 0.600 | 0.091 | 0.091 | 0.102 | 0.110 | 0.421 |
| Agents | 0.703 | 0.552 | 1.000 | 0.563 | 0.571 | -0.203 | 0.043 | 0.040 | 0.052 | -0.341 | -0.341 | -0.049 | 0.549 | 0.054 | 0.054 | 0.066 | -0.060 | 0.866 |
| Amount | 0.893 | 0.647 | 0.563 | 1.000 | 0.993 | 0.098 | 0.064 | 0.050 | 0.055 | 0.022 | 0.024 | 0.178 | 0.993 | 0.071 | 0.071 | 0.080 | 0.168 | 0.663 |
| Base Fare | 0.886 | 0.679 | 0.571 | 0.993 | 1.000 | 0.092 | 0.064 | 0.050 | 0.055 | 0.003 | 0.006 | 0.097 | 0.979 | 0.073 | 0.073 | 0.082 | 0.169 | 0.664 |
| Cash Amount | -0.170 | -0.171 | -0.203 | 0.098 | 0.092 | 1.000 | 0.027 | 0.020 | 0.000 | -0.018 | -0.018 | 0.199 | 0.106 | 0.000 | 0.000 | 0.062 | 0.056 | 0.099 |
| Coach No | 0.055 | 0.076 | 0.043 | 0.064 | 0.064 | 0.027 | 1.000 | 0.999 | 0.272 | 0.024 | 0.031 | 0.036 | 0.059 | 0.272 | 0.272 | 0.457 | 0.999 | 0.044 |
| Coach Type | 0.048 | 0.060 | 0.040 | 0.050 | 0.050 | 0.020 | 0.999 | 1.000 | 0.361 | 0.022 | 0.032 | 0.033 | 0.050 | 0.378 | 0.378 | 0.702 | 0.871 | 0.038 |
| Destination | 0.049 | 0.053 | 0.052 | 0.055 | 0.055 | 0.000 | 0.272 | 0.361 | 1.000 | 0.033 | 0.016 | 0.025 | 0.049 | 0.194 | 0.194 | 0.491 | 0.369 | 0.050 |
| E Ticket | -0.287 | -0.288 | -0.341 | 0.022 | 0.003 | -0.018 | 0.024 | 0.022 | 0.033 | 1.000 | 0.998 | 0.284 | 0.066 | 0.012 | 0.012 | 0.054 | -0.021 | 0.016 |
| E Ticket Amount | -0.287 | -0.287 | -0.341 | 0.024 | 0.006 | -0.018 | 0.031 | 0.032 | 0.016 | 0.998 | 1.000 | 0.285 | 0.068 | 0.014 | 0.014 | 0.043 | -0.021 | 0.014 |
| GST | 0.052 | -0.458 | -0.049 | 0.178 | 0.097 | 0.199 | 0.036 | 0.033 | 0.025 | 0.284 | 0.285 | 1.000 | 0.224 | 0.027 | 0.027 | 0.052 | 0.055 | 0.128 |
| Net Amount | 0.885 | 0.600 | 0.549 | 0.993 | 0.979 | 0.106 | 0.059 | 0.050 | 0.049 | 0.066 | 0.068 | 0.224 | 1.000 | 0.067 | 0.067 | 0.078 | 0.169 | 0.664 |
| Origin | 0.065 | 0.091 | 0.054 | 0.071 | 0.073 | 0.000 | 0.272 | 0.378 | 0.194 | 0.012 | 0.014 | 0.027 | 0.067 | 1.000 | 1.000 | 0.463 | 0.399 | 0.053 |
| Place Of Supply | 0.065 | 0.091 | 0.054 | 0.071 | 0.073 | 0.000 | 0.272 | 0.378 | 0.194 | 0.012 | 0.014 | 0.027 | 0.067 | 1.000 | 1.000 | 0.463 | 0.399 | 0.053 |
| Route | 0.075 | 0.102 | 0.066 | 0.080 | 0.082 | 0.062 | 0.457 | 0.702 | 0.491 | 0.054 | 0.043 | 0.052 | 0.078 | 0.463 | 0.463 | 1.000 | 0.737 | 0.071 |
| Seating Capacity | 0.152 | 0.110 | -0.060 | 0.168 | 0.169 | 0.056 | 0.999 | 0.871 | 0.369 | -0.021 | -0.021 | 0.055 | 0.169 | 0.399 | 0.399 | 0.737 | 1.000 | -0.056 |
| Seats | 0.582 | 0.421 | 0.866 | 0.663 | 0.664 | 0.099 | 0.044 | 0.038 | 0.050 | 0.016 | 0.014 | 0.128 | 0.664 | 0.053 | 0.053 | 0.071 | -0.056 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Doj | Hub | Route | Service No | Origin | Destination | Place Of Supply | Dept Time | Coach No | Coach Type | Category | Booked By | Service Fare | E Ticket | Agents | Seats | Seating Capacity | Cash Amount | E Ticket Amount | Agent Amount | Base Fare | GST | Amount | Agent Commission | Net Amount | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2023-01-01 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 05:55:00 | NaN | Volvo Seater | AC | Redbus | SS : 486 | 0 | 2 | 2 | 45 | 0.0 | 0.0 | 874.8 | 972.0 | 0.0 | 972.0 | 97.2 | 874.8 |
| 1 | 2023-01-01 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Burdwan | Saltlake | Burdwan - West Bengal | 05:55:00 | NaN | Volvo Seater | AC | Redbus | SS : 429 | 0 | 2 | 2 | 45 | 0.0 | 0.0 | 772.2 | 858.0 | 0.0 | 858.0 | 85.8 | 772.2 |
| 2 | 2023-01-01 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 05:55:00 | NaN | Volvo Seater | AC | Bhairab Singha | SS : 486 | 0 | 2 | 2 | 45 | 0.0 | 0.0 | 923.4 | 972.0 | 48.6 | 1020.6 | 97.2 | 923.4 |
| 3 | 2023-01-01 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 05:55:00 | NaN | Volvo Seater | AC | Redbus | SS : 486 | 0 | 2 | 2 | 45 | 0.0 | 0.0 | 874.8 | 972.0 | 0.0 | 972.0 | 97.2 | 874.8 |
| 4 | 2023-01-01 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 05:55:00 | NaN | Volvo Seater | AC | Redbus | SS : 486 | 0 | 1 | 1 | 45 | 0.0 | 0.0 | 437.4 | 486.0 | 0.0 | 486.0 | 48.6 | 437.4 |
| 5 | 2023-01-01 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Burdwan | Kolkata | Burdwan - West Bengal | 05:55:00 | NaN | Volvo Seater | AC | Redbus | SS : 429 | 0 | 1 | 1 | 45 | 0.0 | 0.0 | 386.1 | 429.0 | 0.0 | 429.0 | 42.9 | 386.1 |
| 6 | 2023-01-01 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Asansol | Kolkata | Asansol - West Bengal | 05:55:00 | NaN | Volvo Seater | AC | Redbus | SS : 524 | 0 | 1 | 1 | 45 | 0.0 | 0.0 | 471.6 | 524.0 | 0.0 | 524.0 | 52.4 | 471.6 |
| 7 | 2023-01-01 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 05:55:00 | NaN | Volvo Seater | AC | Redbus | SS : 486 | 0 | 4 | 4 | 45 | 0.0 | 0.0 | 1749.6 | 1944.0 | 0.0 | 1944.0 | 194.4 | 1749.6 |
| 8 | 2023-01-01 | Kolkata | Asansol To Kolkata | AE - 304 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 06:00:00 | WB 37 C 3388 | Volvo Seater | AC | System Administrator | SS : 486 | 2 | 0 | 2 | 45 | 0.0 | 1020.6 | 0.0 | 972.0 | 48.6 | 1020.6 | 0.0 | 1020.6 |
| 9 | 2023-01-01 | Kolkata | Asansol To Kolkata | AE - 304 | Asansol | Kolkata | Asansol - West Bengal | 06:00:00 | WB 37 C 3388 | Volvo Seater | AC | Redbus | SS : 524 | 0 | 3 | 3 | 45 | 0.0 | 0.0 | 1414.8 | 1572.0 | 0.0 | 1572.0 | 157.2 | 1414.8 |
| Doj | Hub | Route | Service No | Origin | Destination | Place Of Supply | Dept Time | Coach No | Coach Type | Category | Booked By | Service Fare | E Ticket | Agents | Seats | Seating Capacity | Cash Amount | E Ticket Amount | Agent Amount | Base Fare | GST | Amount | Agent Commission | Net Amount | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32391 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Bokaro | Kolkata | Bokaro - Jharkhand | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Redbus | SS : 670 | 0 | 1 | 1 | 49 | 0.0 | 0.0 | 603.0 | 670.0 | 0.0 | 670.0 | 67.0 | 603.0 |
| 32392 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Dhanbad | Kolkata | Dhanbad - Jharkhand | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Redbus | SS : 620 | 0 | 1 | 1 | 49 | 0.0 | 0.0 | 558.0 | 620.0 | 0.0 | 620.0 | 62.0 | 558.0 |
| 32393 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Dhanbad | Kolkata | Dhanbad - Jharkhand | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Pappu Dhanbad | SS : 620 | 0 | 1 | 1 | 49 | 0.0 | 0.0 | 641.0 | 620.0 | 31.0 | 651.0 | 10.0 | 641.0 |
| 32394 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Anupamd | SS : 486 | 0 | 1 | 1 | 49 | 0.0 | 0.0 | 500.3 | 486.0 | 24.3 | 510.3 | 10.0 | 500.3 |
| 32395 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Bhairab Singha | SS : 486 | 0 | 1 | 1 | 49 | 0.0 | 0.0 | 500.3 | 486.0 | 24.3 | 510.3 | 10.0 | 500.3 |
| 32396 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Redbus | SS : 486 | 0 | 1 | 1 | 49 | 0.0 | 0.0 | 437.4 | 486.0 | 0.0 | 486.0 | 48.6 | 437.4 |
| 32397 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Redbus | SS : 486 | 0 | 3 | 3 | 49 | 0.0 | 0.0 | 1312.2 | 1458.0 | 0.0 | 1458.0 | 145.8 | 1312.2 |
| 32398 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Bokaro | Raniganj | Bokaro - Jharkhand | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Redbus | SS : 429 | 0 | 1 | 1 | 49 | 0.0 | 0.0 | 386.1 | 429.0 | 0.0 | 429.0 | 42.9 | 386.1 |
| 32399 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Dhanbad | Kolkata | Dhanbad - Jharkhand | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Redbus | SS : 620 | 0 | 1 | 1 | 49 | 0.0 | 0.0 | 558.0 | 620.0 | 0.0 | 620.0 | 62.0 | 558.0 |
| 32400 | 2023-01-31 | Kolkata | Bokaro To Kolkata | BK - 601 | Bokaro | Kolkata | Bokaro - Jharkhand | 05:20:00 | WB 23 E 3888 | Multi Axle Volvo SemiSleeper | AC | Redbus | SS : 670 | 0 | 2 | 2 | 49 | 0.0 | 0.0 | 1206.0 | 1340.0 | 0.0 | 1340.0 | 134.0 | 1206.0 |
Duplicate rows
Most frequently occurring
| Doj | Hub | Route | Service No | Origin | Destination | Place Of Supply | Coach No | Coach Type | Category | Booked By | Service Fare | E Ticket | Agents | Seats | Seating Capacity | Cash Amount | E Ticket Amount | Agent Amount | Base Fare | GST | Amount | Agent Commission | Net Amount | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5069 | 2023-01-30 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | WB 37 D 0092 | Volvo Seater | AC | Redbus | SS : 486 | 0 | 1 | 1 | 45 | 0.0 | 0.0 | 437.4 | 486.0 | 0.0 | 486.0 | 48.6 | 437.4 | 23 |
| 3803 | 2023-01-22 | Kolkata | Kolkata - Siliguri - 905 | KS - 905 | Kolkata | Siliguri | Kolkata - West Bengal | WB 37 E 3359 | Scania Multi-Axle Semi Sleeper | AC | Redbus | SS : 1150 | 0 | 1 | 1 | 53 | 0.0 | 0.0 | 1035.0 | 1150.0 | 0.0 | 1150.0 | 115.0 | 1035.0 | 20 |
| 4421 | 2023-01-25 | Kolkata | Sliguri - Kolkata - 1007 | SK - 1007 | Siliguri | Kolkata | Siliguri - West Bengal | WB 37 E 3359 | Scania Multi-Axle Semi Sleeper | AC | Redbus | SS : 1300 | 0 | 1 | 1 | 53 | 0.0 | 0.0 | 1170.0 | 1300.0 | 0.0 | 1300.0 | 130.0 | 1170.0 | 20 |
| 5095 | 2023-01-30 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - FWD | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | WB 23 C 0506 | Volvo Seater | AC | Redbus | SS : 486 | 0 | 1 | 1 | 45 | 0.0 | 0.0 | 437.4 | 486.0 | 0.0 | 486.0 | 48.6 | 437.4 | 19 |
| 404 | 2023-01-03 | Kolkata | Asansol - Kolkata (Karunamoyee) | AS - 401 | Durgapur ( West Bengal ) | Kolkata | Durgapur ( West Bengal ) - West Bengal | WB 23 D 5904 | Scania Metro Link | AC | Redbus | SS : 486 | 0 | 1 | 1 | 45 | 0.0 | 0.0 | 437.4 | 486.0 | 0.0 | 486.0 | 48.6 | 437.4 | 18 |
| 2701 | 2023-01-16 | Kolkata | Kolkata To Asansol | EA - 102 | Kolkata | Durgapur ( West Bengal ) | Kolkata - West Bengal | WB 37 E 3415 | Scania Multi-Axle Semi Sleeper | AC | Redbus | SS : 486 | 0 | 1 | 1 | 53 | 0.0 | 0.0 | 437.4 | 486.0 | 0.0 | 486.0 | 48.6 | 437.4 | 18 |
| 4636 | 2023-01-27 | Kolkata | Kolkata (Karunamoyee) - Asansol | SA - 202 | Kolkata | Durgapur ( West Bengal ) | Kolkata - West Bengal | WB 41 F 0307 | Volvo Seater | AC | Redbus | SS : 486 | 0 | 1 | 1 | 45 | 0.0 | 0.0 | 437.4 | 486.0 | 0.0 | 486.0 | 48.6 | 437.4 | 18 |
| 5186 | 2023-01-30 | Kolkata | Kolkata To Asansol | EA - 102 | Kolkata | Durgapur ( West Bengal ) | Kolkata - West Bengal | WB 23 E 1402 | Volvo Seater | AC | Redbus | SS : 486 | 0 | 1 | 1 | 45 | 0.0 | 0.0 | 437.4 | 486.0 | 0.0 | 486.0 | 48.6 | 437.4 | 18 |
| 1481 | 2023-01-09 | Kolkata | Kolkata (Karunamoyee) - Asansol | SA - 203 | Kolkata | Durgapur ( West Bengal ) | Kolkata - West Bengal | WB 23 E 3411 | Multi Axle Volvo SemiSleeper | AC | Redbus | SS : 486 | 0 | 1 | 1 | 49 | 0.0 | 0.0 | 437.4 | 486.0 | 0.0 | 486.0 | 48.6 | 437.4 | 17 |
| 2184 | 2023-01-13 | Kolkata | Puri - Kolkata - 1201 | PK - 1201 | Bhubaneswar | Kolkata | Bhubaneswar - Orissa | WB 37 D 0092 | Volvo Seater | AC | Redbus | SS : 800 | 0 | 1 | 1 | 45 | 0.0 | 0.0 | 900.0 | 1000.0 | 0.0 | 1000.0 | 100.0 | 900.0 | 17 |